DEVELOPMENT... OpenML
Run
149115

Run 149115

Task 36 (Supervised Classification) segment Uploaded 07-02-2015 by Felicia West
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Flow

weka.END_ND_J48(2)Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for multi-class problems. In: Twenty-first International Conference on Machine Learning, 2004.
weka.J48(3)_C0.25
weka.J48(3)_M2
weka.END_ND_J48(2)_S1
weka.END_ND_J48(2)_I10
weka.END_ND_J48(2)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.ND_J48(2)_S1
weka.ND_J48(2)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9987
Per class
F measure
0.9792
Per class
Kappa
0.9758
KB relative information score
2232.0999
Mean absolute error
0.0132
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9793
Per class
Predictive accuracy
0.9792
Prior entropy
2.8074
Recall
0.9792
Per class
Relative absolute error
0.054
Root mean prior squared error
0.3499
Root mean squared error
0.0705
Root relative squared error
0.2014
SciMark benchmark
930.32
UserCPU time millis
1190
UserCPU time millis testing
150
UserCPU time millis training
1040